[Initiative]:Cloud Native AI Security Whitepaper - AI Agents

### Name

Cloud Native AI Security Whitepaper - AI Agents

### Short description

This whitepaper discusses AI Agents security in a CNAI environment

### Responsible group

TOC

### Does the initiative belong to a subproject?

Yes

### Subproject name

AI

### Primary contact

@deepcpat [Deep Patel, dehatideep@gmail.com]

### Additional contacts

@joshhalley [Josh Halley]
@raravena80 [Ricardo Aravena]

### Initiative description

Original AI Security Whitepaper (https://github.com/cncf/toc/issues/1718) has been split into 3 parts as per suggestion of TOC and https://github.com/cncf/toc/issues/1718 is abandoned because it was a document having 50+ pages.

Three split docs issues are:
https://github.com/cncf/toc/issues/1939 [Encryption Landscape]
https://github.com/cncf/toc/issues/1940 [Model and Data Security]
https://github.com/cncf/toc/issues/1942 [AI Agents]

This part covers Cloud Native AI Security and issues related to AI Agents. It covers what could go wrong with AI Agents in distributed cloud native environment, including MCP, A2A architecture, and registrations.
[Cloud Native AI Security Whitepaper - AI Agents](https://docs.google.com/document/d/1GNQn2VBVO4EnJKK-34m-w-w3O7nGvAkGVj5ksIEFn7E/edit?usp=sharing)

### Deliverable(s) or exit criteria

Document is ready and reviewed by TOC Subproject AI folks, given original AI security paper was ready and already submitted to TOC. As per advice of TOC original paper has been split into smaller docs having 10-12 pages. This part deals with AI Agents and associated security issues.
This is ready to be taken by TOC.
[Cloud Native AI Security Whitepaper - AI Agents](https://docs.google.com/document/d/1GNQn2VBVO4EnJKK-34m-w-w3O7nGvAkGVj5ksIEFn7E/edit?usp=sharing)

### Tracking document for meeting and progress

https://docs.google.com/document/d/1uggG2_hI7FgJMbsBEuOkbFla-E4pwTufYQbtGhSlWTM/edit?usp=sharing